Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9936134 | 0.9246499 | 0.7706154 |
| bt | 0.9826891 | 0.8714286 | 0.5478616 |
| maxnet | 0.9355742 | 0.7658263 | NA |
| gam | 0.9606162 | 0.7826331 | 0.5357423 |
| glm | 0.9250980 | 0.7403361 | 0.3816083 |